Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.154413 1.404226 1.722654 2.170184 2.803838 3.705079e+00 5.159862e+00
2025-03-09 0.816389 1.087001 1.484263 2.150821 3.342159 5.652157e+00 1.152763e+01
2025-03-16 0.631447 0.886003 1.292932 2.059739 3.684390 7.786240e+00 2.502672e+01
2025-03-23 0.545160 0.799398 1.236918 2.154318 4.461563 1.240120e+01 8.977432e+01
2025-03-30 0.475609 0.719585 1.162569 2.170605 5.094705 1.872020e+01 6.111223e+02
2025-04-06 0.416781 0.644559 1.074244 2.113135 5.487931 2.630802e+01 1.950864e+06
2025-04-13 0.372707 0.587232 1.005451 2.072560 5.928797 3.831885e+01 NaN
2025-04-20 0.353917 0.572550 1.019468 2.255334 7.555990 9.139271e+01 NaN
2025-04-27 0.332424 0.548773 1.007656 2.362099 9.119743 2.488055e+02 NaN
2025-05-04 0.307641 0.514677 0.964756 2.354086 10.102729 6.946577e+02 NaN
2025-05-11 0.282293 0.476163 0.904109 2.263118 10.425421 1.872427e+03 NaN
2025-05-18 0.266969 0.456322 0.884826 2.311233 12.066114 1.141214e+06 NaN
2025-05-25 0.255562 0.443683 0.882174 2.428379 14.986065 NaN NaN
2025-06-01 0.241083 0.422831 0.854820 2.438744 17.031097 NaN NaN
2025-06-08 0.224321 0.395277 0.805296 2.336445 17.346831 NaN NaN
2025-06-15 0.216501 0.386526 0.804817 2.451286 21.985114 NaN NaN
2025-06-22 0.206488 0.371791 0.785276 2.471171 25.459093 NaN NaN
2025-06-29 0.194986 0.352618 0.750322 2.402160 26.737203 NaN NaN
2025-07-06 0.185097 0.336314 0.721400 2.353495 28.615561 NaN NaN
2025-07-13 0.182590 0.336764 0.741276 2.573355 43.234718 NaN NaN
2025-07-20 0.177885 0.331573 0.743486 2.702468 59.982210 NaN NaN
2025-07-27 0.170704 0.319844 0.723791 2.692760 69.915023 NaN NaN
2025-08-03 0.162182 0.304271 0.690141 2.582752 69.918490 NaN NaN